The Attrition Predictor is an intelligent, automated AI agent that analyzes historical (and, via HRM integration, real-time) workforce data to forecast the likelihood of employee churn.

uilt with Claude Code on Claude Managed Agents, it acts as a proactive early-warning system - identifying at-risk employees before they leave, so organizations can take targeted, preventative action.

It cleans the data, trains and compares models, scores every employee, and produces an interactive dashboard you can query in plain language.

Recommended setup: Opus 4.8 for Claude Code (the builder) and Sonnet 4.6 for the Agent (the runtime). Model selection ultimately depends on you.

Links in this video:

Agent platform: platform.claude.com

Agent launcher description: https://github.com/anthropics/launch-your-agent

Sample dataset: https://www.kaggle.com/datasets/pavansubhasht/ibm-hr-analytics-attrition-dataset?resource=download